Feature Reduction Based on Hybrid Efficient Weighted Gene Genetic Algorithms with Artificial Neural Network for Machine Learning Problems in the Big Data

Table 3

Classification performance comparison between the different proposed algorithms.

	Heart	Lung cancer	WBCD	Phishing	Messidor	Sport articles
Num of features	13	56	9	30	19	59
ANN	0.837	0.250	0.969	0.919	0.686	0.823
GA + ANN	0.859	0.935	0.974	0.927	0.735	0.849
LWGGA + ANN	0.859	0.935	0.974	0.927	0.749	0.854
HWGGA + ANN	0.859	0.968	0.975	0.927	0.748	0.854
WGGA + ANN	0.8667	0.969	0.976	0.927	0.752	0.854